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Mathematics & Optimization

16,944 papers (0 classified directly here)

Subtopics

Optimization (12,959) Mathematics (5,735) Probability (519) Statistics (265) Discrete Mathematics (15)

Papers per year

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23
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Papers (including subtopics)

Tricking the Hashing Trick: A Tight Lower Bound on the Robustness of CountSketch to Adaptive Inputs AAAI 2023
End-to-End Learning for Optimization via Constraint-Enforcing Approximators AAAI 2023
Practical Parallel Algorithms for Submodular Maximization Subject to a Knapsack Constraint with Nearly Optimal Adaptivity AAAI 2023
Opposite Online Learning via Sequentially Integrated Stochastic Gradient Descent Estimators AAAI 2023
Integer Subspace Differential Privacy AAAI 2023
Robust and Fast Measure of Information via Low-Rank Representation AAAI 2023
Combining Slow and Fast: Complementary Filtering for Dynamics Learning AAAI 2023
Directed Acyclic Graph Structure Learning from Dynamic Graphs AAAI 2023
Wasserstein Graph Distance Based on L1–Approximated Tree Edit Distance between Weisfeiler–Lehman Subtrees AAAI 2023
Combinatorial Causal Bandits AAAI 2023
Optimal Decision Diagrams for Classification AAAI 2023
Local Intrinsic Dimensional Entropy AAAI 2023
Deep Latent Regularity Network for Modeling Stochastic Partial Differential Equations AAAI 2023
Safeguarded Learned Convex Optimization AAAI 2023
Improving Pareto Front Learning via Multi-Sample Hypernetworks AAAI 2023
Fast Regularized Discrete Optimal Transport with Group-Sparse Regularizers AAAI 2023
Learnable Path in Neural Controlled Differential Equations AAAI 2023
On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds AAAI 2023
Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem AAAI 2023
Design Amortization for Bayesian Optimal Experimental Design AAAI 2023
On Error and Compression Rates for Prototype Rules AAAI 2023
Double Doubly Robust Thompson Sampling for Generalized Linear Contextual Bandits AAAI 2023
FastAMI – a Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics AAAI 2023
The Influence of Dimensions on the Complexity of Computing Decision Trees AAAI 2023
Almost Cost-Free Communication in Federated Best Arm Identification AAAI 2023